Towards commercialization of utility-based resource allocation
Rajarshi Das, Jeffrey O. Kephart, et al.
ICAC 2006
IBM Research is engaged in a research program in symbiotic cognitive computing to investigate how to embed cognitive computing in physical spaces. This article proposes five key principles of symbiotic cognitive computing: context, connection, representation, modularity, and adaptation, along with the requirements that flow from these principles. We describe how these principles are applied in a particular symbiotic cognitive computing environment and in an illustrative application for strategic decision making. Our results suggest that these principles and the associated software architecture provide a solid foundation for building applications where people and intelligent agents work together in a shared physical and computational environment. We conclude with a list of challenges that lie ahead.
Rajarshi Das, Jeffrey O. Kephart, et al.
ICAC 2006
Jeffrey O. Kephart, Jonathan Lenchner
ICAC 2015
Christopher H. Brooks, Robert S. Gazzale, et al.
Computational Intelligence
David Allen, Rahul R. Divekar, et al.
AAAI 2019